Privacy preserving data mining implies the "mining" of knowledge from distributed data without violating the privacy of the individual/corporations involved in contributing the data. This volume provides a comprehensive overview of available approaches, techniques & open problems in privacy preserving data mining.Crystallizing much of the underlying foundation, the book aims to inspire further research in this new & growing area.